Universitatea "Alexandru Ioan Cuza" Iași - Facultatea de Biologie

BIOSTATISTICĂ MEDICALĂ
(Studii universitare de masterat - Genetică moleculară)

   
Materiale pentru Curs & Lucrări practice
 

◦ Elemente introductive de biostatistica [↓]
◦ Distribuții probabilistice și inferență statistică [↓]
◦ Tehnologia ADN Microrray, DNA Chips [↓]
◦ Strategii de analiză a datelor microarray
în cercetarea biomedicală [↓]

   
◦ Materiale curs și lucrări practice: Microsoft Excel [↓]
◦ Instalrea Real Statistics Resource Pack pentru Excel [→]
◦ Materiale lucrări practice R [↓]
Statistic Resources   Microsoft Excel Resources
 

A biologist's guide to statistical thinking and analysis [→]
◦ Basic Biostatistics (The Internet Pathology
Laboratory for Medical Education, Univ of Utah) [→]
◦ Confidence Interval on Pearson's Correlations [→]
◦ Fundamentals of Statistics [→]
Handbook of Biological Statistics [→]
◦ HealthKnowledges: For anyone working in health [→]
Introductory Statistics [→]
◦ Introduction to Probability, Statistics, and Random
Processes (open access peer-reviewed textbook) [→]
◦ Khan Academy:Statistics and probability [→]
◦ MPH Online Learning Modules [→]
NIST/SEMATECH e-Handbook of Statistical Methods [→]
Online Statistics Education: An Interactive Course [→]
◦ Social Science Statistics [→]
◦ Statistical Help from StatsDirect [→]
Statistics How To, Statistics for the rest of us! [→]
◦ Statistics Solutions, Advancement Through Clarity [→]
◦ STATSREF: Statistical Analysis Handbook [→]
◦ Statistics from Students 4 Best Evidence [→]
◦ Statistics Tutorials & Calculators [→]
The Statistical Mind Demonstrations [→]
◦ WISE: Web Interface for Statistics Education [→]
◦ Web Pages that Perform Statistical Calculations! [→]
◦ Website for Statistical Computation [→]
◦ WTF (What Test For…?) Statistics [→]
What statistical analysis should I use? [→]

   

◦ 40 Excel Tutorials to Change Your Life [→]
◦ Daniel’s XL Toolbox & Toolbox NG [→]
◦ Excel custom number format [→]
◦ Excel Easy tutorials on the net [→]
◦ Excel for Statistical Data Analysis [→]
Excel Functions.net help with functions and formulas [→]
◦ ExcelJet: Quick, clean, and to the point [→]
Excel Master Series Blog [→]
Excel Keyboard shortcuts [→]
◦ Excel User Resource Center [→]
◦ Functions in Excel from WallStreetMojo [→]
◦ Functions with the T-Distribution in Excel [→]
◦ How to Transition from Excel to R [→]
◦ Introduction to Probabilistic Simulations in Excel [→]
◦ Microsoft Excel Training Tutorial: Learn in 7 Days [→]
◦ Probability Distributions in Excel [→]
◦ Productivity Portfolio: Excel Tutorials [→]
Real Statistics Using Excel [→]
◦ SpreadsheetPro: The best Excel tutorial [→]
Statistics in Excel from EDUCBA [→]
◦ Statistics Tutorials using Microsoft Excel [→]
◦ Tips.Net: Microsoft Excel Tips, Tricks, and Ideas! [→]
◦ ToTn Microsoft Excel Tutorials [→]
◦ TutorialsPoint: Learn Excel 2010 Simply [→]

R Project for Statistical Computing   Microarray Resources
 

◦ Advanced R by Hadley Wickham [→]
◦ affylmGUI: Affymetrix© linear modeling
Graphical User Interface for Affymetrix© & R [→]
An R Companion for the
Handbook of Biological Statistics
[→]
An R Introduction to Statistics [→]
Basic Statistical Analysis
Using the R Statistical Packages
[→]
Cookbook for R: provide solutions to common tasks [→]
◦ Data Analysis in Genome Biology with R & Bioconductor [→]
ENDMEMO: R Tutorials (data, functions, graphics) [→]
◦ GUI: Graphical User Interface for R: Deducer [→]
◦ GUI: Graphical User Interface for R: Rcmdr [→]
◦ GUI: Graphical User Interface for R: Tinn-R [→]
◦ IDRE UCLA: Resources to help you learn and use R [→]
◦ Integrated Development Environment for R: Architect [→]
◦ Integrated Development Environment for R: RKWard [→]
Integrated Development Environment for R: RStudio [→]
◦ Kickstarting R Table of Contents [→]
◦ limmaGUI: Linear models for microarrays
Graphical User Interface for limma & R [→]
◦ Learn R Programming Language for Data Science [→]
◦ Learn R Programming Language, The Definitive Guide,
Things to Know Before Start Learning R [→]
◦ METACRAN: Search and browse all CRAN/R packages [→]
◦ MRAN: Microsoft R Application Network [→]
Quick-R: accessing the power of R [→]
◦ R & Bioconductor Manual from Univ. of California,
Riverside, Institute for Integrative Genome Biology [→]
◦ R-Bloggers: News and Tutorials [→]
◦ R Function of the Days [→]
◦ R Programming.net: Help, How-To’s and Examples [→]
R Project for Statistical Computing (Official site) [→]
◦ R-Statistics Blog [→]
R Tutorials by Kelly Black [→]
◦ R Tutorials from Coastal Carolina University [→]
◦ scExcell: Application connector for MS Excel [→]
◦ Search all R packages on CRAN and Bioconductor [→]
◦ Search for anything R related [→]
◦ Softpanorama: R programming language [→]
◦ STHDA: Statistical tools for high-throughput
data analysiss, R & RStudio Examples [→]
Summary and Analysis of Extension Program in R [→]
◦ The R Journal [→]
TutorialKart: Learn R programming language [→]
TutorialsPoint: Learn R Programming [→]
◦ Using R for Statistical Analyses [→]
Using the RStudio IDE (Basic usage) [→]

   
◦ Affymetrix© CEL Data File Format [→]
◦ Affymetrix® microarray Instruments and Software [→]
◦ Analyze your own microarray data in R/Bioconductor [→]
ArrayExpress, Functional genomics data [→]
ArrayMining: Online Microarray Data Mining [→]
◦ Bioconductor tools for the analysis and comprehension
of high-throughput genomic data [→]
BRB-ArrayTools: an integrated package for the visualization
and statistical analysis of Microarray gene expression
[→]
◦ DAVID (Database for Annotation, Visualization
and Integrated Discovery) [→]
◦ EXPANDER (EXpression Analyzer and DisplayER)
a java-based tool for analysis of gene expression data [→]
◦ GenePattern: A Platform for Reproducible Bioinformatics [→]
◦ Gene Expression Omnibus (GEO) Database [→]
Gene Expression Omnibus (GEO) Datasets [→]
◦ Gene Expression Omnibus (GEO) Profiles [→]
◦ GENE-E: matrix visualization and analysis platform [→]
◦ GeneTools for analysis of Genomic and Microarray Data [→]
GEO2R: An interactive web tool that allows users to
compare groups of samples in a GEO Series in order to
identify genes that are differentially expressed
[→]
◦ GenomeStudio Software from illumina [→]
◦ Getting Started in Gene Expression Analysis [→]
◦ How to Analyze DNA Microarray Data [→]
◦ How to convert binary Affymetrix© CEL in text format [→]
◦ Mayday, a workbench for visualization, analysis
and storage of expression data [→]
◦ MeV: Multiple Experiment Viewer [→]
◦ MeV for Web: Multiple Experiment Viewer Online [→]
Morpheus: matrix visualization and analysis web-server [→]
◦ Robin & RobiNA a User Friendly GUI to Powerful
Open Source Microarray and RNA-Seq Processing [→]
SAM: Significance Analysis of Microarrays [→]
◦ STHDA: Statistical tools for high-throughput
data analysiss, Genomics examples using R [→]
Bioinformatics Resources   Examen
  ◦ BioStars: Bioinformatics Explained [→]
◦ Bioinformatics Resources [→]
   

Șef. lucr. dr. Călin Maniu
maniu.calin@biologieuaic.onmicrosoft.com